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Python Parallel Programming Kochbuch-
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Standort: Little Falls, New Jersey, USA
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eBay-Artikelnr.:297283301033
Artikelmerkmale
- Artikelzustand
- Release Year
- 2015
- Book Title
- Python Parallel Programming Cookbook
- ISBN
- 9781785289583
Über dieses Produkt
Product Identifiers
Publisher
Packt Publishing, The Limited
ISBN-10
1785289586
ISBN-13
9781785289583
eBay Product ID (ePID)
219921252
Product Key Features
Subject
Software Development & Engineering / General, Programming / Parallel, Programming Languages / Python
Publication Year
2015
Number of Pages
286 Pages
Language
English
Publication Name
Python Parallel Programming Cookbook
Type
Textbook
Subject Area
Computers
Format
Trade Paperback
Additional Product Features
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
005.13
Synopsis
Master efficient parallel programming to build powerful applications using PythonAbout This Book* Design and implement efficient parallel software* Master new programming techniques to address and solve complex programming problems* Explore the world of parallel programming with this book, which is a go-to resource for different kinds of parallel computing tasks in Python, using examples and topics covered in great depthWho This Book Is ForPython Parallel Programming Cookbook is intended for software developers who are well versed with Python and want to use parallel programming techniques to write powerful and efficient code. This book will help you master the basics and the advanced of parallel computing.What You Will Learn* Synchronize multiple threads and processes to manage parallel tasks* Implement message passing communication between processes to build parallel applications* Program your own GPU cards to address complex problems* Manage computing entities to execute distributed computational tasks* Write efficient programs by adopting the event-driven programming model* Explore the cloud technology with DJango and Google App Engine* Apply parallel programming techniques that can lead to performance improvementsIn DetailThis book will teach you parallel programming techniques using examples in Python and will help you explore the many ways in which you can write code that allows more than one process to happen at once. Starting with introducing you to the world of parallel computing, it moves on to cover the fundamentals in Python. This is followed by exploring the thread-based parallelism model using the Python threading module by synchronizing threads and using locks, mutex, semaphores queues, GIL, and the thread pool.Next you will be taught about process-based parallelism where you will synchronize processes using message passing along with learning about the performance of MPI Python Modules. You will then go on to learn the asynchronous parallel programming model using the Python asyncio module along with handling exceptions. Moving on, you will discover distributed computing with Python, and learn how to install a broker, use Celery Python Module, and create a worker.You will understand anche Pycsp, the Scoop framework, and disk modules in Python. Further on, you will learnGPU programming withPython using the PyCUDA module along with evaluating performance limitations.Style and approachA step-by-step guide to parallel programming using Python, with recipes accompanied by one or more programming examples. It is a practically oriented book and has all the necessary underlying parallel computing concepts., Master efficient parallel programming to build powerful applications using Python Key Features Design and implement efficient parallel software Master new programming techniques to address and solve complex programming problems Explore the world of parallel programming with this book, which is a go-to resource for different kinds of parallel computing tasks in Python, using examples and topics covered in great depth Book Description This book will teach you parallel programming techniques using examples in Python and will help you explore the many ways in which you can write code that allows more than one process to happen at once. Starting with introducing you to the world of parallel computing, it moves on to cover the fundamentals in Python. This is followed by exploring the thread-based parallelism model using the Python threading module by synchronizing threads and using locks, mutex, semaphores queues, GIL, and the thread pool. Next you will be taught about process-based parallelism where you will synchronize processes using message passing along with learning about the performance of MPI Python Modules. You will then go on to learn the asynchronous parallel programming model using the Python asyncio module along with handling exceptions. Moving on, you will discover distributed computing with Python, and learn how to install a broker, use Celery Python Module, and create a worker. You will understand anche Pycsp, the Scoop framework, and disk modules in Python. Further on, you will learnGPU programming withPython using the PyCUDA module along with evaluating performance limitations. What you will learn Synchronize multiple threads and processes to manage parallel tasks Implement message passing communication between processes to build parallel applications Program your own GPU cards to address complex problems Manage computing entities to execute distributed computational tasks Write efficient programs by adopting the event-driven programming model Explore the cloud technology with DJango and Google App Engine Apply parallel programming techniques that can lead to performance improvements Who this book is for Python Parallel Programming Cookbook is intended for software developers who are well versed with Python and want to use parallel programming techniques to write powerful and efficient code. This book will help you master the basics and the advanced of parallel computing.
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